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Deep Learning with Python, Second Edition, Video Edition

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视频 2022-8-8 12:41 2025-1-3 05:11 159 5.72 GB 96
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Deep Learning with Python Second Edition Video Edition

文件列表
  1. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/03-Chapter 1 Understanding how deep learning works, in three figures.mp4102.93MB
  2. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/49-Chapter 9 Advanced deep learning for computer vision.mp499.77MB
  3. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/33-Chapter 6 Collect a dataset.mp485.08MB
  4. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/96-Chapter 14 Lifelong learning and modular subroutine reuse.mp484.14MB
  5. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/02-Chapter 1 Learning rules and representations from data.mp483.36MB
  6. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/04-Chapter 1 Before deep learning - A brief history of machine learning.mp482.65MB
  7. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/74-Chapter 12 How do you generate sequence data.mp481.89MB
  8. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/86-Chapter 14 Conclusions.mp481.16MB
  9. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/77-Chapter 12 Neural style transfer.mp480.93MB
  10. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/73-Chapter 12 Generative deep learning.mp480.58MB
  11. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/27-Chapter 5 The nature of generalization in deep learning.mp480.49MB
  12. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/66-Chapter 11 Two approaches for representing groups of words - Sets and sequences.mp479.82MB
  13. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/71-Chapter 11 Beyond text classification - Sequence-to-sequence learning.mp479.61MB
  14. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/36-Chapter 6 Deploy the model.mp478.21MB
  15. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/05-Chapter 1 Back to neural networks.mp477.93MB
  16. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/01-Chapter 1 What is deep learning.mp476.79MB
  17. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/79-Chapter 12 Implementing a VAE with Keras.mp475.95MB
  18. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/82-Chapter 13 Hyperparameter optimization.mp475.06MB
  19. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/44-Chapter 8 The convolution operation.mp474.39MB
  20. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/55-Chapter 9 Visualizing heatmaps of class activation.mp474.3MB
  21. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/70-Chapter 11 The Transformer encoder.mp472.54MB
  22. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/28-Chapter 5 Evaluating machine learning models.mp472.53MB
  23. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/69-Chapter 11 The Transformer architecture.mp471.72MB
  24. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/67-Chapter 11 Processing words as a sequence - The sequence model approach, Part 1.mp470.54MB
  25. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/38-Chapter 7 Working with Keras - A deep dive.mp469.87MB
  26. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/92-Chapter 14 Setting the course toward greater generality in AI.mp469.51MB
  27. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/14-Chapter 2 Derivative of a tensor operation - The gradient.mp469.46MB
  28. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/30-Chapter 5 Improving generalization.mp469.36MB
  29. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/19-Chapter 3 First steps with TensorFlow.mp469.16MB
  30. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/21-Chapter 3 The “compile” step - Configuring the learning process.mp468.01MB
  31. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/52-Chapter 9 Depthwise separable convolutions.mp467.9MB
  32. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/17-Chapter 3 Introduction to Keras and TensorFlow.mp467.58MB
  33. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/45-Chapter 8 Training a convnet from scratch on a small dataset.mp467.09MB
  34. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/32-Chapter 6 The universal workflow of machine learning.mp466.92MB
  35. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/93-Chapter 14 Implementing intelligence - The missing ingredients.mp465.98MB
  36. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/47-Chapter 8 Leveraging a pretrained model.mp465.11MB
  37. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/62-Chapter 10 Using bidirectional RNNs.mp464.89MB
  38. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/48-Chapter 8 Feature extraction with a pretrained model.mp464.34MB
  39. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/23-Chapter 4 Building your model.mp464.19MB
  40. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/87-Chapter 14 Key enabling technologies.mp463.57MB
  41. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/81-Chapter 13 Best practices for the real world.mp462.98MB
  42. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/80-Chapter 12 A bag of tricks.mp462.51MB
  43. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/07-Chapter 1 Algorithms.mp462.35MB
  44. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/25-Chapter 4 Predicting house prices - A regression example.mp461.83MB
  45. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/46-Chapter 8 Data preprocessing.mp461.66MB
  46. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/31-Chapter 5 Regularizing your model.mp460.78MB
  47. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/89-Chapter 14 The limitations of deep learning.mp460.28MB
  48. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/40-Chapter 7 Using built-in training and evaluation loops.mp460.17MB
  49. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/88-Chapter 14 Key network architectures.mp459.91MB
  50. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/61-Chapter 10 Advanced use of recurrent neural networks.mp459.85MB
  51. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/95-Chapter 14 Blending together deep learning and program synthesis.mp458.91MB
  52. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/50-Chapter 9 Modern convnet architecture patterns.mp458.74MB
  53. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/53-Chapter 9 Interpreting what convnets learn.mp458.52MB
  54. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/75-Chapter 12 A text-generation callback with variable-temperature sampling.mp458.46MB
  55. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/63-Chapter 11 Deep learning for text.mp457.88MB
  56. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/76-Chapter 12 DeepDream.mp457.37MB
  57. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/51-Chapter 9 Residual connections.mp457.35MB
  58. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/26-Chapter 5 Fundamentals of machine learning.mp456.96MB
  59. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/24-Chapter 4 Classifying newswires - A multiclass classification example.mp456.83MB
  60. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/06-Chapter 1 Why deep learning Why now.mp456.47MB
  61. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/72-Chapter 11 Sequence-to-sequence learning with Transformer.mp456.14MB
  62. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/20-Chapter 3 Anatomy of a neural network - Understanding core Keras APIs.mp456.1MB
  63. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/78-Chapter 12 Generating images with variational autoencoders.mp455.81MB
  64. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/15-Chapter 2 Chaining derivatives - The Backpropagation algorithm.mp455.02MB
  65. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/56-Chapter 10 Deep learning for timeseries.mp453.89MB
  66. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/16-Chapter 2 Looking back at our first example.mp453.7MB
  67. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/83-Chapter 13 Scaling-up model training.mp453.61MB
  68. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/91-Chapter 14 The purpose of intelligence.mp453.49MB
  69. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/22-Chapter 4 Getting started with neural networks - Classification and regression.mp453.42MB
  70. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/68-Chapter 11 Processing words as a sequence - The sequence model approach, Part 2.mp452.54MB
  71. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/08-Chapter 2 The mathematical building blocks of neural networks.mp452.03MB
  72. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/65-Chapter 11 Vocabulary indexing.mp450.36MB
  73. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/13-Chapter 2 The engine of neural networks - Gradient-based optimization.mp449.96MB
  74. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/10-Chapter 2 Real-world examples of data tensors.mp448.57MB
  75. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/94-Chapter 14 The missing half of the picture.mp447.89MB
  76. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/09-Chapter 2 Data representations for neural networks.mp447.57MB
  77. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/57-Chapter 10 Preparing the data.mp446.98MB
  78. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/11-Chapter 2 The gears of neural networks - Tensor operations.mp446.5MB
  79. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/64-Chapter 11 Preparing text data.mp446.48MB
  80. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/41-Chapter 7 Writing your own training and evaluation loops.mp445.8MB
  81. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/90-Chapter 14 Local generalization vs. extreme generalization.mp445.33MB
  82. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/58-Chapter 10 Let’s try a basic machine learning model.mp445.05MB
  83. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/34-Chapter 6 Develop a model.mp444.39MB
  84. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/18-Chapter 3 Setting up a deep learning workspace.mp443.54MB
  85. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/60-Chapter 10 A recurrent layer in Keras.mp441.66MB
  86. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/85-Chapter 13 TPU training.mp441.58MB
  87. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/35-Chapter 6 Beat a baseline.mp441.15MB
  88. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/43-Chapter 8 Introduction to deep learning for computer vision.mp440.65MB
  89. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/29-Chapter 5 Improving model fit.mp440.5MB
  90. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/59-Chapter 10 Understanding recurrent neural networks.mp440.46MB
  91. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/54-Chapter 9 Visualizing convnet filters.mp440.41MB
  92. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/84-Chapter 13 Multi-GPU training.mp437.54MB
  93. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/12-Chapter 2 Tensor reshaping.mp436.72MB
  94. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/42-Chapter 7 Make it fast with tf.function.mp435.99MB
  95. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/39-Chapter 7 Subclassing the Model class.mp435.13MB
  96. [TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/37-Chapter 6 Monitor your model in the wild.mp435.09MB
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